SimCoPilot / README.md
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metadata
license: cc-by-nc-nd-4.0
task_categories:
  - text-generation
language:
  - en
tags:
  - croissant
  - code
size_categories:
  - 10M<n<100M

Dataset Card for Dataset Name

SimCoPilot is a benchmark for evaluating LLMs to perform as a "copilot"-style, interactive coding assistant.

This dataset card aims to be a base template for new datasets. It has been generated using this raw template.

Dataset Details

Dataset Description

SimCoPilot is a benchmark for evaluating LLMs to perform as a "copilot"-style, interactive coding assistant, testing their ability to add and complete code in complex real-world software environments and analyzing how LLMs manage different code dependencies and logic complexities.

  • Curated by: Mingchao Jiang
  • Funded by [optional]: [More Information Needed]
  • Shared by [optional]: [More Information Needed]
  • Language(s) (NLP): Python & Java
  • License: CC BY-NC-ND 4.0

Dataset Sources [optional]

Uses

Program Synthesis, Benchmarking and Research, Development of New Coding Tools

Direct Use

Program Synthesis, Benchmarking and Research, Development of New Coding Tools

Out-of-Scope Use

Commercial Purposes, Infer Personal Information

Dataset Structure

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Dataset Creation

Curation Rationale

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Source Data

Data Collection and Processing

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Who are the source data producers?

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Annotations [optional]

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

Citation [optional]

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Dataset Card Authors [optional]

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Dataset Card Contact

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